Pith Number

pith:Y36X56BY

pith:2024:Y36X56BY4GN5NSRGCUH72FZUVT

not attested not anchored not stored refs pending

Transitional Uncertainty with Layered Intermediate Predictions

Ghassan AlRegib, Mohit Prabhushankar, Ryan Benkert

arxiv:2405.17494 v2 · 2024-05-25 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y36X56BY4GN5NSRGCUH72FZUVT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Targeting Negative Flips in Active Learning using Validation Sets

Receipt and verification

First computed	2026-07-05T08:25:54.754202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6fd7ef838e19bd6ca26150ffd1734acc5446946a720e264544c96c500607bd0

Aliases

arxiv: 2405.17494 · arxiv_version: 2405.17494v2 · doi: 10.48550/arxiv.2405.17494 · pith_short_12: Y36X56BY4GN5 · pith_short_16: Y36X56BY4GN5NSRG · pith_short_8: Y36X56BY

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y36X56BY4GN5NSRGCUH72FZUVT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c6fd7ef838e19bd6ca26150ffd1734acc5446946a720e264544c96c500607bd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1115d5c3dcc1322676d1e1d95402bf4a1b2b213d22b6135df19209b9ec2b8fe9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-25T13:03:38Z",
    "title_canon_sha256": "8be428d34da0db4be15bc46483665d4d3791ed1bc94f0c4726c461b34ee7ae28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17494",
    "kind": "arxiv",
    "version": 2
  }
}